Why We Hate the Diamondbacks

A year ago, the Arizona Diamondbacks went 79-83. Over the winter, they signed Zack Greinke and Tyler Clippard as free agents, plus they notably traded for Shelby Miller and Jean Segura. Reinforced with one of the game’s best pitchers, a quality starter, a good reliever, and a middle infielder with a pulse, we currently have the 2016 Diamondbacks projected to go… 79-83. And not surprisingly, Arizona’s GM doesn’t think we’re going to be right on this one.

Q: Does that make any sense to you? You add Greinke, you add Miller, and the math boys say you are not going to win any more games?

Stewart: “Jack, I think out there there are a lot of people that don’t want us to win. For those people that don’t want us to win, that’s OK. We’re still going to play the game the same way. We embrace the challenge every day of coming out and playing and doing the things that we’re capable of doing. And those who think that we’re a 78-win team, you know what? That’s what they think. When you start making predictions like that and you keep coming up wrong, you lose credibility.”

Q: Why do you think there are people who want you to lose?

Stewart: “I think the way that we do things. We’re a baseball team here. We believe in our team and how we play the game. I just think, in everything, there is always everyone who doesn’t want to see you do well. Obviously, anybody who says we can only win 78 games, they’re either not thinking or they’re not believing that what we have here is a team that’s capable of winning more games than that. So when I say that there are people out there who do not want us to win, that’s a prime example of that. To think we will only win 78 games? That’s a joke.”

Q: Do you think they are taking a shot at the old school, fundamental approach?

Stewart: “I try not to even think with people like that. I try to think with the people who think logically. And if you are thinking logically and we won 79 games last year, with the additions of Greinke, Miller, Clippard, Segura, people that make your team better, I think it is impossible for us to only win 78 games. Like I said, they predicted we would lose 96 last year.”

(For the record, we actually projected that the D’Backs would lose 89 games a year ago, and BP had them as an 88-loss team, so Stewart’s information is a bit off, but his overall point that they played better than we expected a year ago is indeed correct.)

Now, we’ve certainly leveled a fair number of criticisms towards the Diamondbacks over the last couple of years, so Stewart’s belief that we’re against him or his organization is understandable, at least if we try to see it from his perspective. Discrediting your critics is a pretty natural human response, and I don’t think it’s particularly surprising that he wouldn’t care what we have to say about his team’s chances in 2016. If I was in his position, I’d likely have the exact same reaction.

But I figure it is probably worth going through the exercise of seeing why our forecasts don’t think the Diamondbacks are going to be significantly better than they were a year ago, despite their big offseason moves. After all, despite what some might think, we really don’t tweak the algorithm to produce results that we find personally satisfying; beyond the manually-curated depth charts that provide the playing time forecasts, we have no ability to manipulate the projections. ZIPS, Steamer, and PECOTA are non-emotional lines of code, not the personal beliefs of any individual human being with rooting interests.

So why don’t the numbers think the 2016 D’Backs are going to be significantly better than the 2015 version? Let’s look at the team’s position players from a year ago, and how their projections stack up for 2016.

2015 vs 2016 Diamondbacks Hitters
Name 2015 WAR 2016 WAR Difference
Paul Goldschmidt 7.4 5.7 -1.7
A.J. Pollock 6.6 3.9 -2.7
David Peralta 3.7 1.8 -1.9
Ender Inciarte 3.3 0.0 -3.3
Jake Lamb 2.0 2.2 0.2
Welington Castillo 1.7 1.5 -0.2
Nick Ahmed 1.7 0.8 -0.9
Jarrod Saltalamacchia 1.1 0.0 -1.1
Mark Trumbo 0.7 0.0 -0.7
Phil Gosselin 0.5 0.2 -0.3
Socrates Brito 0.4 -0.1 -0.5
Peter O’Brien 0.2 0.5 0.3
Aaron Hill 0.1 0.0 -0.1
Jamie Romak 0.1 0.0 -0.1
Gerald Laird 0.0 0.0 0.0
Jordan Pacheco -0.1 0.0 0.1
Oscar Hernandez -0.1 0.0 0.1
Tuffy Gosewisch -0.1 0.0 0.1
Brandon Drury -0.2 0.1 0.3
Daniel Dorn -0.2 0.0 0.2
Cliff Pennington -0.3 0.0 0.3
Yasmany Tomas -1.3 -0.1 1.2
Chris Owings -1.4 0.0 1.4

You can probably see a primary source of disagreement right at the top of the table. A year ago, Goldschmidt and Pollock were perhaps the best pair of teammates in the game, combining for +14 WAR between them. While both are excellent players and are expected to perform at high levels again, their 2016 projection has them combining for +10 WAR, a pretty significant step down from what they did in 2015. And this isn’t because Steamer just hates Arizona; history shows that basically any player who has the best year of his career should be expected to perform worse the next year. The same forecasting system has Bryce Harper going from +9.5 to +6.6 WAR, for instance. Josh Donaldson is expected to go from +8.7 to +6.1. It’s not that Steamer is down on Goldschmidt or Pollock; it’s just that they set such a high bar that it’s unreasonable to expect them to repeat it.

Then, we get into the two corner outfield spots, which is probably where the most disagreement between the forecasts and the D’Backs perception lies. Because of David Peralta’s weird career path, the projections aren’t particularly high on him, and have him losing half of his value from a year ago. Additionally, Ender Inciarte’s +3 WAR season can’t be repeated because Ender Inciarte isn’t on the team anymore, having been traded to Atlanta in the Miller deal. The projections expect Yasmany Tomas to be a lot better than he was a year ago, but that simply moves him from outright disaster to guy-who-still-shouldn’t-be-playing, and so instead of getting +7 WAR from Peralta and Inciarte, the projections have the D’Backs getting just +2 WAR from Peralta and Tomas.

If you’re going to quibble with the forecast, this is probably your best bet. Peralta’s path to the majors makes him particularly difficult to find comparisons for, and the system may be overcompensating for the fact that he got to the big leagues at a late age. Personally, I’d take the over on Peralta’s projection for 2016, and think he’s probably going to be a pretty good hitter again next year. Tomas, I’m less sold on, but he was a pretty highly thought of international signing just a year ago, so this is another player where the projections are dealing with larger error bars due to more limited performance data. If you think Tomas can be a reasonably productive regular — and the Diamondbacks basically have to think that, given that they traded Inciarte away to open up a job for him — then you can mentally add a couple of wins to account for that optimism.

The rest of the hitters don’t move the needle much. Jean Segura’s +1 WAR projection isn’t accounted for in the table above, but his acquisition and the dead-cat-bounce that Chris Owings gets in his forecast are mostly offset by the reduced production from Nick Ahmed and the loss in value from not having Jarrod Saltalamacchia’s 200 good plate appearances again. By and large, the projections see mostly the same production out of the role players, so the position players drop off from +25 WAR (#6 in MLB in 2015) to a projected +18 WAR (#22 in MLB for 2016). While it’s primarily the same group of players, regression from two guys having career years, the loss of Inciarte, and the expected step back from Peralta cost the team seven wins off of last year’s production.

Of course, the D’Backs would counter that their big upgrades were on the pitching side of things, and losing Inciarte got them Shelby Miller, plus Greinke and Clippard only cost them money, and now they’ll have Patrick Corbin for a full season. The pitching has to be better, right?

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Absolutely. A year ago, the D’Backs pitching staff ranked 27th in the majors with just +8 WAR, and they will almost certainly be a lot better than that this year.

But even with all the changes, this still isn’t going to be a great pitching staff. Greinke is excellent, and you can make a pretty decent case that Steamer is underselling Miller’s expected production given that he’s almost 600 innings into a career where he’s significantly outperformed his peripherals. But if you decide to reject Steamer’s pitching projections in favor of looking at career ERA to this point, the negative adjustment for Rubby de la Rosa is probably larger than the positive adjustment for Miller, since Rubby has underperformed his peripherals by a good margin.

And then there’s the issue of depth. Corbin, de la Rosa, and Ray are all significant question marks, but if any of them falter, the team’s collection of potential replacements are all pretty close to replacement level. This is a rotation that could be pretty solid if the primary five guys each make 30 starts, but things fall apart quickly if someone gets hurt. And pitchers get hurt. The lack of depth is one of the main reasons why the D’Backs rotation projects for +12.5 WAR, putting them in the middle of the pack in terms of starting rotations for 2016. That’s six wins better than the rotation put up a year ago, so the rotation upgrades wipe out almost all of the deficit we started with on the position player side of things, but it doesn’t push them forward enough.

In the bullpen, things are projected to be mostly the same. Last year, the D’Backs got +2 WAR based on a 3.91 FIP, but they significantly outperformed that as a group, and posted a 3.50 ERA. This year, Arizona’s relievers are projected for +2 WAR based on a 3.82 FIP, and again are expected to beat that handily, putting up a 3.50 ERA due to having guys like Clippard who have shown that they can generate weak contact. In the bullpen, the names have changed, but the expected overall performance is basically the same.

So, the short summary is simply that the upgrades to the pitching staff look to account for around the same margin as the expected downgrades on offense and defense. If you think that Goldschmidt and Pollock can repeat their +7 WAR seasons, then add a few more wins to the ledger. If you think Peralta is going to build on his breakout season rather than take a step back, add a win or two. If you think Tomas is going to justify the hype and prove he can play in the big leagues, then add a few wins.

And if you make all of those assumptions, then yeah, the D’Backs look like a team that should win something like 85-95 games, depending on health and what kind of midseason acquisitions they make to bolster themselves for a playoff run. But let’s be honest; we could do that kind of best-case-scenario wishcasting for almost any team in baseball. If everyone’s best players repeat their career years, and all the guys who sucked last year get a lot better, and no one gets hurt, then every team in baseball is a legitimate contender.

In reality, guys who play at elite levels usually get worse, even if they’re still really good. Pitchers get hurt, and sometimes, guys who are terrible stay terrible. There is absolutely a scenario where the Diamondbacks outperform these projections, and I’d probably take the over on enough of Steamer’s projections to see them as an 80 or 81 win team myself, but to get to the point where “78 wins is impossible”, one has to take an extraordinarily optimistic view of almost every player on the roster.

The forecasting systems aren’t trying to project best-case outcomes. Instead, they simply look at a Diamondbacks roster that has some key players who are likely to perform worse than they did a year ago, sees zero depth in the rotation, and several significant question marks among the projected regulars, without any obvious internal replacements around if things go south again. It’s a team that absolutely could win if enough things go right, but while the new guys they got will help, the team isn’t adding those guys to a 79-win base. That’s just not how baseball works.





Dave is the Managing Editor of FanGraphs.

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Bronnt
10 years ago

Apparently either Stewart or this interviewer doesn’t know how projections work. They seem to think that it’s just “The math guys” making guesses, rather than inputting data that you don’t manipulate.

Honestly, if you have a grudge against an organization, projecting them to win fewer games than they’re likely to win is a terrible way to enact that grudge.

Hurtlocker
10 years ago
Reply to  Bronnt

I agree, why would the Diamondbacks even think that people would want them to lose just to prove the projections correct?? How odd. I want the Diamondbacks to lose because I’m a Giants fan, now that’s legit.

Tom Dooley
10 years ago
Reply to  Bronnt

Stewart speaks in tautologies.

I don’t have single thing against the Diamondbacks. (If anything, for their fans, I want them to do well.) But this interview has me hoping and wishing they finish the season 78-84. I know he’ll just come out with a parade of new excuses and tautologies, but I want to see him squirm.

NATS FanMember since 2018
10 years ago
Reply to  Tom Dooley

Lets hope all his players stay relatively healthy and have good years, Greinke wins 18-20, and the team still fails to win 80 games. That should humble him a bit.

drewsylvaniaMember since 2019
10 years ago

“I try not to even think”

crew87Member since 2026
10 years ago

I think I see the problem here. They seem to be upset with the “math boys,” but in reality their issue is with “digital dandies.”

D4PMember since 2019
10 years ago
Reply to  crew87

“analytical andys”

AndyMember since 2026
10 years ago
Reply to  D4P

Hey, whoa, huh?

OneearMember since 2018
10 years ago
Reply to  Andy

sabermeteric cyborgs?

TKDCMember since 2016
10 years ago
Reply to  crew87

I’m not saying it is smart when guys like Dave Stewart make snide remarks about “math boys,” but this dude also never played professional baseball. So he both completely inexperienced and also incredibly stupid.

Shocking that he’s a hall of fame voter.

Jaack
10 years ago
Reply to  crew87

Wait, isn’t Dan Szymborski the Digital Dandy himself, as well as being a math boy.

TimothyMember since 2024
10 years ago
Reply to  crew87

“big data”

TKDCMember since 2016
10 years ago

There was also this, which seems to intimate that Pollock will be as good as Goldschmidt because, you know, they’re friends:

Q: Do you think what Pollock did last year is sustainable? He had such a spectacular season, the only guy in the National League with 30 doubles and 30 stolen bases.

Stewart: “I don’t want to jinx him, but I think he is going to be better. I think that A.J. Pollock is going to be better. He works hard every day to be better, and so I’m on his train.”

Q: Similar to Goldschmidt.

Stewart: “It just so happens that they are good friends. They get to the ballpark at the same time, and they work out with each other in the winter months. You mention Goldschmidt’s name, and Pollock is right there.”

Dave Stewart
10 years ago
Reply to  TKDC

Proximity is everything.

troybrunoMember since 2016
10 years ago
Reply to  Dave Stewart

Just like Wayne Gretzky said… ” a great baseball player skates to where the Paul is going to be”

I think….

Tom Dooley
10 years ago
Reply to  troybruno

You’re thinking of Michael Scott.

JoserMember since 2021
10 years ago
Reply to  Dave Stewart

Can I just say this username with this comment is freaking beautiful?

JDX
10 years ago
Reply to  Dave Stewart

WAR by osmosis.

Hank G.Member since 2016
10 years ago
Reply to  TKDC

Stewart: “It just so happens that they are good friends. They get to the ballpark at the same time, and they work out with each other in the winter months. You mention Goldschmidt’s name, and Pollock is right there.”

Clearly, the Angels should be encouraging Mike Trout to be best buds with every position player on their roster.

NATS FanMember since 2018
10 years ago
Reply to  Hank G.

Trout should spend the off season sitting in Albert Pujols lap!

david k
10 years ago
Reply to  TKDC

I don’t read this statement the same way many of you are reading it. He never says Pollock will be as good as Goldschmidt ONLY BECAUSE they are friends. He’s just saying they both work hard and probably push each other to do better. I think that’s a scenario that’s played out many times for teams in the past. But it’s not just because they are friends and some “magic dust’ is going to rub off Goldschmidt and onto Pollock, as it seems many here are insinuating.

BipMember since 2016
10 years ago
Reply to  david k

I agree, I don’t find anything mock-worthy in that comment by Stewart.

Doctor Of Utter Clarification
10 years ago
Reply to  david k

Unfortunately, the context of Mr. Stewart’s remarks, along with his history of comments on other subjects, indicate he actually does believe magic dust is involved.

rkochan2
10 years ago

It’s posts like this one that made me want to send Dave a Valentine’s Day gift this year.

Dave Stewart
10 years ago
Reply to  rkochan2

I already got him one.

Jason BMember since 2017
10 years ago
Reply to  Dave Stewart

Did you choo-choo-choose him?

Eminor3rdMember since 2019
10 years ago

Kudos to Stewart for not rising even more to the obvious bait from the “writer.”

tacoman
10 years ago
Reply to  Eminor3rd

Yeah, I thought Stewart actually handled that pretty well, as Dave mentioned. The interviewer was just trying to get some sound bites

Orsulakfan
10 years ago

Projections are one thing. Snark about Stewart’s decisions and intelligence are another, and that is plentiful on here.

jdbolickMember since 2024
10 years ago
Reply to  Orsulakfan

After reading those comments are you really going to tell me that the snark is unwarranted? Stewart’s objections are not rooted in criticism of the method, they are an anti-intellectual rejection of analysis in general.

jfree
10 years ago
Reply to  jdbolick

Stewart’s objections are not rooted in criticism of the method, they are an anti-intellectual rejection of analysis in general.

So saber is now attempting to psychoanalyze those who disagree? If saber is truly so analytical and objective, there is NO need to even have a thin skin about any criticism of it.

Indeed, the most analytical/objective response to a criticism by Stewart would be to search for possible errors in and limitations of the analysis. Rather than use criticism as an childish petty anti-analytical opportunity to make some Manichean post that ‘we good they stupid/detestable’.

Tom Dooley
10 years ago
Reply to  jfree

So saber is now attempting to psychoanalyze those who disagree?

What? That is an analysis of his actual words, not speculation about his subconscious.

Brad
10 years ago
Reply to  jfree

To say Stewart’s comments are anti-intellectual is not to make a psychological diagnosis of the man. Just let the following sink in for a moment…

Stewart: “I think the way that we do things. We’re a baseball team here. We believe in our team and how we play the game. I just think, in everything, there is always everyone who doesn’t want to see you do well. Obviously, anybody who says we can only win 78 games, they’re either not thinking or they’re not believing that what we have here is a team that’s capable of winning more games than that. So when I say that there are people out there who do not want us to win, that’s a prime example of that. To think we will only win 78 games? That’s a joke.”

First off, most of what he said is complete and utter nonsense, in the most literal sense. Second, the substance of what he said is contained in the last two sentences. That is not a counter-argument to the “Math Boys”, rather an unwillingness or inability to intellectually engage with and defend an argument against his way of operating, his ideas. Anti-intellectual. You don’t have to be a trained psychologist to recognize dumbassery.

Doctor Of Utter Clarification
10 years ago
Reply to  jfree

I would utterly clarify this, but Brad already did so.

Orsulakfan
10 years ago
Reply to  jdbolick

I am talking about before this article. Stewart has become this site’s favorite guy to bash, and his statements, which are mostly PR, are instead taken at face value and ridiculed.

Richie
10 years ago
Reply to  Orsulakfan

Their whole point is to ridicule him, O-fan. If you have to pretend PR stuff is instead sincere to accomplish that, well …

Luy
10 years ago
Reply to  Orsulakfan

Cool theory.
What other GMs are saying stuff this dumb and getting a free pass?

Joeys Bat FlipMember since 2025
10 years ago
Reply to  Orsulakfan

I don’t think that’s true. While Stewart’s comments are often ridiculed, his strategies – that is: what he has actually done to build a baseball organization – are often mocked and criticized more. That Shelby Miller deal, for example, was torn to shreds around here. The fact that he then backs up those deals with talk like this just welcomes to response from the community.

MajesticOwl
10 years ago
Reply to  Orsulakfan

Condescending (and, for that matter, annoyingly sexist) tripe like “math boys” is just going to breed resentment.

Yeah, I think the pendulum swings too far on here sometimes, but that doesn’t happen in a vacuum.

Jason BMember since 2017
10 years ago
Reply to  MajesticOwl

True enough, a pendulum doesn’t swing much in a vacuum at all.

Joeys Bat FlipMember since 2025
10 years ago
Reply to  Jason B

Actually, a pendulum will swing freely in a vacuum. In fact, it will keep swinging for much longer. Forever, in fact, if it also has no friction working against it.

srpst23Member since 2025
10 years ago
Reply to  Orsulakfan

Well this is an analytical site, and Stewart most certainly doesn’t use much in the way of analytics when evaluating/making decisions so of course he is going to be panned here. However, if you talk to someone with no interest in “math boy” stuff they probably think the Dbacks had a great winter.

Case in point, I was talking to my 65 year old father last night, who recently moved to Arizona. He is a lifelong Indians fan, who told me that he may have to start rooting for Az soon because he loves all of the moves they made over the off-season, while his Tribe did nothing. When I told him that his Indians probably had one of the best starting staffs in baseball, his reply was “they have to many young guys who were only decent last year, no one had really great era’s, and you know you can’t count on young pitchers. Arizona got Grienke who had a great era, and has an established track record.”

troybrunoMember since 2016
10 years ago
Reply to  srpst23

Are you sure your “dad” isn’t 59 yrs old? Y’know, moved from the East Bay 1.5yrs ago after selling his sports agency and taking a part-time job in “management?”

Richie
10 years ago
Reply to  Orsulakfan

Stewart’s become the whipping boy by which we feel superior to someone who has a way better job than we do. Really, just like Brian Sabean was 10 years ago.

Now even at that time I liked how Sabean was handling things, while now I too disagree with the D-Backs’ moves. But there are no grounds for considering Stewart a bozo given that TLR’s basically running things, and of COURSE! of COURSE! of COURSE! Stewart’s going to put the best possible construction on his moves. I mean, jeepers guys.

Tom Dooley
10 years ago
Reply to  Richie

But there are no grounds for considering Stewart a bozo

Other than the things he says.

Spencer JonesMember since 2020
10 years ago
Reply to  Tom Dooley

And does

Bloomquist
10 years ago

Young Jake Lamb to add a surprising 4.1 WAR, infield defense is top 5, Greinke wins Cy, boom playoffs.

Jason BMember since 2017
10 years ago
Reply to  Bloomquist

That’s one approach. Let me try one!

Paul Goldschmidt, rocky mountain spotted fever. Zack Greinke, caught up in a web of international intrigue and exiled to Azerbaijan indefinitely. Boom, 67 wins.

thecodygriffin
10 years ago

I would LOVE to see a series of posts where FanGraph’s authors attempt to manipulate team depth charts to find the “best case scenario”, without regard to realism, with the current, unaltered Steamer, ZIPS, PECOTA, and/or even Fan projections. I think it would be the perfect Matthew Kory series.

CC AFCMember since 2016
10 years ago
Reply to  thecodygriffin

Aren’t fan projections kind of a decent proxy for that? They almost always take the over on the computer projections

Outta my way, Gyorkass
10 years ago

If I was a major league GM, I’d be calling up Dave Stewart early and often on the trading front. Is trading with a partner who has an active disdain for using available data a new market inefficiency?

UpNort
10 years ago

The Braves apparently think so…

Silver KingMember since 2024
10 years ago

No, that one is tried and true from way back.

gwelymernans
10 years ago

if i’m neal huntington, when i decide it’s time to hawk cutch (presumably one of the next two offseasons), i know who my first call is going to

Phillies113
10 years ago

Judging from the tone of the questions, it sure doesn’t sound like Jack Magruder disagrees too much with Dave Stewart’s views on this.

leoleo
10 years ago
Reply to  Phillies113

“journalism”

Original Greaser Bob
10 years ago

Where have I heard Stewart talk about 96 before, hmmmmmmmmmmm.

“To this point, he has pitched OK, he has pitched well,” Stewart told Fox Sports. “But guys are mentioning that he throws 96 mph. He hasn’t thrown 96 mph since he’s been here. We haven’t seen 96 once.”

dl80Member since 2026
10 years ago

I’m not at all a fan of what the DBacks are doing, but man some of those outfield projections don’t make sense to me. Goldschmidt was on pace for 6.4 WAR/700 PA in 2014. That would make his WAR 6.2, 6.4, and 7.4 over the past 3 years. I wouldn’t add any extra and he will presumably regress some, but 5.4 (from Steamer) seems ridiculously low. Now he may get hurt, but I find that projecting injuries is mostly a crapshoot for non-pitchers, and I’d expect Goldy to be at 6-6.5 WAR.

Pollock is even more egregious. He was at a 5.2 WAR/700 PA pace in 2013, 5.7 in 2014, and 6.6 in about 700 last year. I get he may miss time, but Steamer is projecting him to lose almost 3 WAR in the same number of PA. That doesn’t pass the eye test to me. Again, I wouldn’t expect him to get better, but why wouldn’t 5.5 WAR in a full season not make sense (assuming he’s not hurt, which isn’t why STeamer is down so much).

I don’t think it’s a bias, but I think Steamer’s projection system isn’t working here for whatever reason.

There’s 3-4 wins difference just from these two players, in my opinion. Again, I know we have no idea about health, but that’s not why the Steamer projection is so low.

And I’m not even a DBacks fan!

Original Greaser Bob
10 years ago
Reply to  dl80

FYI- The last four paragraphs cover your scenario.

Moranall
10 years ago

Reading the article, it seems like Dave is just acccepting the projections as is without digging any deeper. That’s fine if he’s just reporting but I feel a site like FG should be doing deeper digging.

Why would Dave just accept that Goldy is projected to have his worst season since his first full season (2012?) He’s in the middle of his age 28 season – his prime.

Why accept severely regressed numbers for Pollock when the last three seasons all show a WAR/600 that’s clearly higher?

Dave does acknowlge that the projection system doesn’t have a good way to handle Peralta.

In the end, I know that Dave is just “trusting” the system (projection) and he could really fine tune any projection that he saw fit. But I think with any homework, the above three can be seen as pretty clearly underprojecting, making the Dbacks more of an 84-85 win baseline team instead of 78-79.

CC AFCMember since 2016
10 years ago
Reply to  Moranall

What part of this is just “trusting” the system without any “fine tuning” or “homework?”

Personally, I’d take the over on Peralta’s projection for 2016, and think he’s probably going to be a pretty good hitter again next year. Tomas, I’m less sold on, but he was a pretty highly thought of international signing just a year ago, so this is another player where the projections are dealing with larger error bars due to more limited performance data. If you think Tomas can be a reasonably productive regular — and the Diamondbacks basically have to think that, given that they traded Inciarte away to open up a job for him — then you can mentally add a couple of wins to account for that optimism.

Luy
10 years ago
Reply to  Moranall

It seems like you’re just accepting all the projections as a floor that cannot be underperformed…and then you can add on more WAR from there, but never less WAR.

You’re critique is hardly more analytical. It’s definitely more optimistic.

Moranall
10 years ago
Reply to  Moranall

@Luy

I am definitely not treating these as a floor – I am treating these as a roughly 50th percentile outcome. Projections are projecting the “most-likely” outcome. But when the two best players are projected for a combined 4.4 WAR drop despite their rate stats from the past 3 years suggesting much higher production, I surmise that the “most-likely” outcome is too low.

TKDCMember since 2016
10 years ago
Reply to  Moranall

Dave actually does make a few cases for how they could be better. There are also cases to be made for how they could be worse. You seem upset simply because Dave does not agree with you. He wrote a full-length post responding to moronic comments made by one moron to another. What more do you want?

Buzzed27Member since 2025
10 years ago
Reply to  Moranall

Well rather than do the opposite of what Dave’s doing and blindly assume the projections wrong let’s look at WHY Goldy’s projections are as low as they are.

His BB% is expected to dip slightly from his career high last year, but is still a good amount higher than his career rate. His K% is identical to his 2015 mark which is a bit lower than his career rate. His ISO is a bit lower than his 2015 mark but still better than his career ISO by 6 points… On top of that Goldy is projected to have the best defensive year of his career with 7.5 UZR.

To summarize, he’s going to walk more than his career rate, strike out less, hit for slightly more power, and play better defense. So what’s wrong with the WAR projection?

The answer comes down to BABIP. Goldschmidt has an insane .355 career BABIP that’s inflated by his unsustainable .382 mark from last year and .368 the year before. Prior to that Goldschmidt had a career high mark of .343. Steamer projects a .339 mark, above league average but we’ll below Goldschmidt’s mark from last year and also a fair amount below his career average. If you want to find issue with the Steamer projection your main argument is that he’s going to have more balls drop in than Steamer thinks. That is an argument worth making! But we shouldn’t be surprised that a projection system isn’t going to provide an outlier on a number that we believe players have a limited amount of control over.

As for Pollock… The projection just expects him to be a little worse at most things that aren’t defense and hit for a lot less power. Which makes a bit of sense given that before his last 900 PA he never posted an ISO higher than .140, even in the minors. They think his K Rate will bump up a bit and his Walk rate down a bit, also expects a BABIP regression which I don’t necessarily agree with. He is also losing 6 runs worth of baserunning which is huge. I’d take the over on Pollock next year, but I wouldn’t expect him to match his 2015 or his 2014 rate.

pepitone
10 years ago
Reply to  Moranall

@TKDC to call Dave Stewart and the questioner morons because they see things differently than you is Trump-ian in its ignorance. Such a comment also implies that La Russa is a moron, and probably Greinke and Clippard, too, since they clearly believe in how the D-backs are constructing their team. Reasoned disagreement is good, childish name-calling furthers nothing. To speak with Dave Stewart is to know he’s not a moron … he’s made a pretty remarkable career for himself in 3 different disciplines.

Vegemitch
10 years ago
Reply to  Moranall

Projections are what they are, and Dave did do deeper digging. He said himself he would take the over on the projections and that he sees them as an 80-81 win team, and there’s a reason for that – he believes the projections are a little low. There are pretty severe error bars on any projection, but I’m not sure how anyone can look at AZ’s roster and think it is comparably better than LA’s or SF’s. Other teams have more flexibility and minor league depth from which to make in season moves as well.

Tom Dooley
10 years ago
Reply to  Moranall

Dave Stewart and the questioner morons because they see things differently than you

That’s not what’s happening. They are not being derided for merely disagreeing, but for the substance and the manner of their disagreement. The two are entirely separate.

There is a wide range of defensible and in fact praiseworthy disagreement possible in sabermetrics generally and on the matter of projections specifically. Disagreeing isn’t stupid. Disagreeing stupidly is stupid (and not because of the disagreeing part).

TKDCMember since 2016
10 years ago
Reply to  Moranall

Calling two morons “morons” is not the same as calling Mexicans a bunch of rapists. And perhaps you could be more productive than protecting a couple of guys that are not only morons, but also condescending jerks towards “math boys.” Really, these are the two guys you need to die on a hill for?

pepitone
10 years ago
Reply to  Moranall

@Tom Dooley, @TKDC: Deride all you want with reasoned arguments, as many have done here — but it seems cowardly and childish to resort to name calling behind the cloak of anonymity. “math boys” = a little jab and a reflexive response by someone having his judgment questioned … “morons” = fighting words. I’d pay money to see you say that to Stewart’s face. I have serious questions with some of the D-backs decisions, but that doesn’t make them morons. Civil discourse > ignorant name-calling

Luy
10 years ago
Reply to  Moranall

There is no indication in your comments that you’ve entertained the idea that other players could be worse than their projections.
You’ve said, “Well, they’re projected at 78 wins. Plus the 4 I want to add….that’s (somehow) 84-85 wins.”

Jason BMember since 2017
10 years ago
Reply to  Moranall

““math boys” = a little jab and a reflexive response by someone having his judgment questioned … “morons” = fighting words”

I need to see more of this “name calling which is totally acceptable and that which leads to fistacuffs” scale.

Wherein does “tally-whacker” rank? Jabroni? Man hands?

Tom Dooley
10 years ago
Reply to  dl80

A 1 WAR (5.5 vs. 6.5) discrepancy seems *ridiculous* to you?

KCDaveInLA
10 years ago

Cheer up, Diamondback fans! Dave hated the Royals too.

Original Greaser Bob
10 years ago
Reply to  KCDaveInLA

Dave needs to package his hate and sell it to teams so they can find TWTW.

Luy
10 years ago
Reply to  KCDaveInLA

Be wary D-back fans! Dave thought San Diego’s “splashy” offseason wasn’t gonna pan out, too.

(Aren’t one data point arguments the best, most convincing!)

Moranall
10 years ago
Reply to  Luy

The Padres comparison is such a poor and overused comparison. The teams are almost nothing alike, either before or after.

Antonio BananasMember since 2026
10 years ago
Reply to  Moranall

Neither are the Royals or Giants….that’s his point…that using 1 anecdote is a horrible way to evaluate.

Luy
10 years ago
Reply to  Moranall

I agree. Picking one example and pretending you’ve won the argument is dumb.
That’s why I mocked the very idea inside the parentheses of my first comment.

KCDaveInLA
10 years ago
Reply to  Moranall

But we can still take away that there are times where a team can beat the projections, so there’s hope despite a grim forecast. Sorry that my supplied-and-read-for-free comment did not live up to your lofty expectations, Luy.

Psy Jung
10 years ago

Quite honestly A.J. Pollock’s projection does seem egregiously low, although it doesn’t really move the needle much for the team projection. Steamer is projecting a .152 ISO for him, despite the fact that his career line is .170 – and his last two years come in at .196 and .182. Also, there are a number of signs that a projection system doesn’t pick up that point to Pollock’s high babip being sustainable – he has plus speed and his hard hit% is in the upper third of qualified hitters.

MajesticOwl
10 years ago

Stewart: We added Greinke, Clippard, Miller, and a crummy shortstop, and those are all improvements, therefore we must be better.

That logic is like saying, “Well, I ate about 300 pounds of food last year, so I must have gained 300 pounds.” Or, “If I only count the days my stocks were up last year, I had a 200% return!”

jcutigerMember since 2024
10 years ago
Reply to  MajesticOwl

Well, Greink and Miller are better than what they are replacing and it’s not like they had a good SS last year either.

MajesticOwl
10 years ago
Reply to  jcutiger

Yeah, Greinke improves the team. No one is arguing that he doesn’t.

Stewart argued that they’re better overall because Greinke makes them a bit better, totally ignoring the fact that they got worse in other areas. That’s a really, really dumb argument, and that was the whole point of the article.

I’m not saying Stewart himself is dumb, but his statement was.

Tom Dooley
10 years ago
Reply to  jcutiger

The underlying assumption there is that a team with 0 roster changes would have an identical projection year over year. That is a bad assumption.

MajesticOwl
10 years ago
Reply to  Tom Dooley

As per the article, I’m counting regression from guys playing over their heads as ways in which the team is worse.

It doesn’t matter WHY the non-Greinke part of the roster cancels Greinke’s benefits out (aging, regression, subtraction of talent, or whatever else).

Doctor Of Utter Clarification
10 years ago
Reply to  MajesticOwl

Or it could be like since “most” people accused of domestic violence are guilty we should assume all are guilty.

Moranall
10 years ago

I can think of one reason why projection systems are frustrating for Diamondbacks fans. Historically, they’ve been way off.

http://www.fangraphs.com/blogs/team-win-projections-vs-actual-win-totals-2007-present/

I know this is using the RLYW projections, but it’s not too far off from a lot of other projection systems historically. In this system, the Diamondbacks have the largest quantile as well as the largest total spread (although, there is at least some causality between the two).

Over the last 8 years, the Diamonndbacks seem to differ from their projections more than any other team (in both directions). To some fans, that can be a source of mistrust in a projection system.

BipMember since 2016
10 years ago
Reply to  Moranall

So, this is an interesting point, but how many D-Backs fans, really, would be aware of this kind of thing? Can you imagine than any D-Backs fans who are upset at the projections, as if they are capable of being biased, were impacted at all by the fact the projections have been less accurate about them overall? I can’t imagine any were. Any who understand how projections work are not upset at them — for, to be upset at a computer program, friends, what would that make us?

But, nonetheless, thanks for finding this, it is very interesting.

output gap
10 years ago

Kershaw and Greinke by RA9-WAR and Rizzo and Bryant by WPA are also competitors for best teammates. Arrieta RA9 and Rizzo WPA if we relax our definitions of value even further.

Jason BMember since 2017
10 years ago
Reply to  output gap

Pablo Sandoval and Hanley Ramirez if you REALLY relax your definitions of value.

kevinthecomic
10 years ago

This is why I think it would be useful to publish the distributions along with the point estimate. If Dave Stewart says that the D-backs are going to win 96 games, the distribution would show that it agrees with that assessment, albeit only 6% of the time.

MajesticOwl
10 years ago
Reply to  kevinthecomic

Ha, yeah.

I just flipped a coin ten times and got heads 7 times. Clearly this means that every mathematician in the last few hundred years has been wrong about projecting coin flips.

leoleo
10 years ago

Magruder’s article says Jean Segura has “a proven track record.” Like what, his one good year?

MajorDanby
10 years ago
Reply to  leoleo

you mean half year.

RonnieDobbs
10 years ago

I will be rooting for the Diamondbacks in 2016 thanks to content such as this. This narrative got tiresome several months ago. I get it – Dave Stewart is an idiot, at what point do we move on?

At this point rooting for the underdog is a lot more fun than piling on IMO.

Ruben Amaro Jr.
10 years ago
Reply to  RonnieDobbs

I think he’s doing a great job under the circumstances.

I’ll just ask all the haters here – how well would you do when TLR busts into your office completely hammered and yells “get me @#$@ing Shelby Miller or you’re fired. And then I’ll sue your sorry #@$#@ing ass after that!”

GoodEnoughForMeMember since 2024
10 years ago

Stewart and TLR were wrong last year. Preseason, they said they’d be a winning team. So it’s not like they are great prognosticators, either.

david k
10 years ago

Don’t you think they were just hyping their team a little bit for PR? Do you think Dback fans want to hear their front office saying that they think their team will be mediocre or lousy? Yes, there are a few teams (Rockies, Padres, Braves) that the fanbases know they have little hope of competing, but for the rest, there’s at least some hope that things turn around quickly (see: Astros, 2015).

dbacksfan95
10 years ago

Clearly, I’m a Dbacks fan. However, I don’t only think that there’s a scenario in which the Dbacks beat the projections, but I think it’s a likelihood. Goldschmidt and Pollock’s projections are exceptionally low (Goldy would have the worst year of his career if these projections were true). Dave did mention that the projections were difficult for Peralta, but I have trouble seeing a scenario where he only gets 1.8 WAR. I don’t have a problem with the rest of the projections, but it isn’t hard to see upside for Ahmed, Lamb, Owings, and Tomas to vastly outperform those numbers (in no way am I saying they all will outperform their projections, but Ahmed could easily eclipse his WAR from last year with any improvement in offense, Owings could recover significantly from his shoulder injury, Tomas could have a better defensive value with the athleticism gained in the offseason, and Lamb’s offense could significantly improve given that he was recovering from a foot injury last year). I see a lot of potential upside in these projections and many of these WAR numbers seem to be a worst case scenario for the players I mentioned. I value analytics and Fangraphs, but believe that the projections seem to be overly conservative in the case of the Diamondbacks’ hitters.

TKDCMember since 2016
10 years ago
Reply to  dbacksfan95

You could write this post about every team that is projected to be around .500 this season.

FrancoLuvHateMets
10 years ago
Reply to  dbacksfan95

I think the point about the projections a bunch of you are missing is that every team’s elite players are projected to take big hits (except Kershaw because even the stupid computer knows he’s the best). That’s how the system works.

If you’re going to start adding WAR back to Goldy/Pollock then you better do it for the other NL contenders.

MajorDanby
10 years ago

“If everyone’s best players repeat their career years, and all the guys who sucked last year get a lot better, and no one gets hurt, then every team in baseball is a legitimate contender.”

That’s a bit of an exaggeration to prove a point. perhaps you want to say many teams rather than every team.

mr.met89Member since 2024
10 years ago

Projections usually have everyone getting worse, so I wouldn’t worry about that little Dbacks spreadsheet much.

carpaiaMember since 2025
10 years ago

Dave is still trying to unknot his boxers over the Royals ” lucky sequencing” these last two years . He will take the gas pipe if the D backs make the p,ayoff this year. Methodology and analytics are great..being an arrogant douche…not so much

Ozzie Albies
10 years ago
Reply to  carpaia

Dave still wants to share his boxers in the family “Happy Music” royal in the last two years. He will take gas if D did just the opposite, aioff this year. Methods and analysis are very good. He is also an arrogant bastard …

KinanikMember since 2016
10 years ago

“If everyone’s best players repeat their career years, and all the guys who sucked last year get a lot better, and no one gets hurt, then every team in baseball is a legitimate contender.”

Phillies.

JoeMember since 2020
10 years ago
Reply to  Kinanik

The exception that proves the rule?

david k
10 years ago
Reply to  Joe

Braves, Rockies, Padres…

All True Outcomes
10 years ago

Is it wrong to cheer for Stewart? It’s a great human interest story when someone goes against everything all the computers predictions say and comes out on top anyway . . . or at least appears in the postseason. I’m hereby cheering for a postseason appearance by the 2016 Diamondbacks.

Doctor Of Utter Clarification
10 years ago

Ignorance is not a great human interest story. Ignorance can be observed 100s of times daily, depending on how much one chooses public interaction.

fromthemachine
10 years ago

” I think it is impossible for us to only win 78 games.”

If using words like “impossible” doesn’t show a fundamental lack of understanding about statistics … and indeed baseball … I don’t know what does.

Member since 2016
10 years ago
Reply to  fromthemachine

He should have said “unpossible”.

aguinness
10 years ago

Stewart’s comments would have made excellent fodder for FireJoeMorgan.com…

xeifrank
10 years ago

Stewart doesn’t understand that you CANNOT use last seasons win total as a baseline for this years win total. You cannot say that we won 78 games last year, and added 7 wins with our new players and that makes us an 85 win team.

david k
10 years ago
Reply to  xeifrank

This reminds me a lot of what happened with the Angels’ projections last year. I live in Orange County, so I have to listen to Roger Lodge on my afternoon drive home, and he was livid that Fangraphs projected the Angels to win only 85 games. I don’t think he was really acquainted with the website, and since he doesn’t really talk about analytics on his program, I figure this stuff might go over his head. He said that the Angels made improvements, will be getting back guys from injuries, from a 95-win team, so there’s no way the Angels were going to regress to 85-wins.

In any event, I emailed him and explained that there a lot of other factors that go into the projection, including the fact that all the other teams in the division were going to be significantly better than they were last year (I was more bullish on the Astros than most, but more pessimistic on the Rangers than many). He never responded, no surprise there, and guess how many wins the Angels had last year….

TWTW
10 years ago

These projections aren’t worth the pixels they’re printed on. How many games did you nerds think the Royals would win last season?

BipMember since 2016
10 years ago
Reply to  TWTW

Is a downvote on this comment an “I disagree” or a “this troll satire is not effective and I would prefer a comment from Ruben Amaro Jr.”?

Dr. Baseball
10 years ago
Reply to  TWTW

Ah, good ole’ n=1

BigChief
10 years ago

I always find it weird how much people really hate projections from sites like this. They typically aline pretty well with Vegas futures. I think FG has them with the 9th best record in the NL and Vegas has them at 8th.

shoewizardMember since 2016
10 years ago
Reply to  BigChief

Who is “vegas”

There are a ton of different betting lines and over unders out there. They vary quite a bit actually.

BipMember since 2016
10 years ago

Oh man, I am now desperately hoping they win exactly 77 games next year, though less would be fine too. This is just like that time last year when TLR said he would be “heartbroken” if they didn’t have a winning record in 2015.

I swear, this is not motivated by “old vs. new” school crap. I have two main reasons for wanting this. Number 1:

I try not to even think with people like that. I try to think with the people who think logically. And if you are thinking logically and we won 79 games last year, with the additions of Greinke, Miller, Clippard, Segura, people that make your team better, I think it is impossible for us to only win 78 games.

Oh my goodness is that not how it works. You can really totally appear to add to a team and yet win fewer games the next year. Have these people not watched baseball? Also, the idea of declaring any win total “impossible” for any team is just… I mean I guess I just love to see the impossible happen.

Anyway, reason number 2 is that I’m a Dodger fan.

The Dude of NY
10 years ago
Reply to  Bip

The Dodgers: a very good lineup, the best (and deepest) pitching staff in MLB, enough depth to create 2 other teams, high upside MLB near prospects, and a massive budget, and everyone’s like “How are they projected to be the best team in the NL West?”

BipMember since 2016
10 years ago
Reply to  The Dude of NY

Everyone is actually like “this is the Giants’ division to lose, but the D-Backs might make it interesting”

Jason BMember since 2017
10 years ago
Reply to  Bip

Really?! I’ve not heard anyone saying this is the Giants’ division to lose. I would assume something like 75-85% of folks expect the Dodgers to take it, no?

rounders
10 years ago

I followed Stewart the player, but not his incarnation as a FO guy, and don’t follow the D-backs, so it’s hard to know if he is as dumb as he sounds or if he is quacking for TLR’s ducks. The game today pretty much demands the IQ of a physicist at the top, and Stewart is competing against Friedman. Maybe not for long.

Dr. Baseball
10 years ago

By adding or subtracting WAR to/from the projections of players like Goldy and Pollock, you assert that your judgment can consistently outperform established projection algorithms. In the words of Paul Meehl who wrote extensively about statistical vs. clinical judgment in medicine, “to choose the data combining method on a case-by-case method, the overseer of predictions would have to know, in advance, which combination method would produce the best result for the individual case.”

johnforthegiants
10 years ago

It can’t be said that the ‘math guys’ never want anyone to lose. The math guys presumably want their predictions to do well, so if they predict that a team will win 72 games and lose 90, presumably they generally want that team to win something like only 72 games. If the consistently get a team wrong in terms of predicting fewer victories than the team actually gets, like for example the Royals, they presumably would prefer if that team would lose more games. There has also been a certain frustration in terms of the Giants’ bullpen, which seems to always outperform the expectations of the math guys. The math guys are naturally enough reluctant to change their models.

v2miccaMember since 2016
10 years ago

Math guys want their calculations to be accurate. But at the same time, they want statistical outliers as those are more interesting to analyze and determine if there is any deeper meaning to them. So, if a Math guy projects a team to win 72 games he doesn’t necessarily want them to win 72 games. But he definitely wants to know why they significantly exceeded or underperformed his projections. Over time, the massive bulk of data will fall in line with mathematical projection. So math guys probably aren’t going to care if one team for one or two seasons provides a statistical anomaly. They don’t start caring until the entire league begins showing that their system may be flawed.

JackS
10 years ago
Reply to  JackS

http://www.fangraphs.com/blogs/of-projections-and-predictions/

“So, if you see a projection that you don’t particularly like, don’t get too bent out of shape about it. It’s just information about a path that a team may currently be on in February. By July, there’s a really good chance that the team will be on a different path, and a new projection accounting for that change in course will be available. Most of all, don’t assume that the people behind the projections hate your team. In fact, if your team gets a terrible projection, you may want to thank the system’s creator – that may just be the information that prods the front office to go out and improve the team, thus proving that the stupid system was wrong all along.”

JackS
10 years ago

“You’re probably not going to win thousands of dollars at the casino tonight, because you’re only bringing fifty dollars. You’ve brought $50 to the casino every year for decades and you’ve not won very much money.”

“But this is a DIFFERENT fifty dollars than the fifty dollars I brought all those other years!”

“Yes but that doesn’t increase your odds.”

“I’ve worked hard to earn this hundred dollars!”

“Yes but that also doesn’t increase your odds of winning.”

“But last year you said the same thing about our friend, Phil! He brought fifty dollars last year and he wound up winning thousands!”

“Yes but that also doesn’t increase your odds of winning.”

brittle.fuzMember since 2016
10 years ago

Don’t feel bad. Even most people in Arizona hate the Diamond Backs

jwbiii
10 years ago

Vegas Insider has the over/under for the Diamondbacks win total at 80, only a one game difference. If you think that FG and the Las Vegas sports books are undervaluing the D’backs, go and bet a wad. Come back and tell us how it went.

shoewizardMember since 2016
10 years ago
Reply to  jwbiii
shoewizardMember since 2016
10 years ago

Is the Fangraphs standings projection based on anything other than Steamer, or is it strictly steamer based ? Thats just one projection system. Actually when I applied ZIPS projections to the same playing time as Steamer, I came up with quite a bit better scenario for the D Baacks….86 Wins, vs 78 wins from steamer at the time. (It’s moved a little bit since that date)

http://www.azsnakepit.com/2016/1/9/10740534/zips-loves-us-he-really-really-loves-us

It should also be noted that Nevada Casion’s have them about 83-84 wins.

I think a there is often too much analysis here that is based solely on one set of projections, Steamer. That said, Pecota has the D Backs projected similar to Steamer on a wins basis. So we’ll see.